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20222026
most citedPhysics-Informed Deep Neural Operator Networks

13 citations · 27 across the 12 of their papers we have counts for

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cs.AI2026

Physics-informed offline reinforcement learning eliminates catastrophic fuel waste in maritime routing

Aniruddha Bora, Julie Chalfant, Chryssostomos Chryssostomidis

International shipping produces approximately 3% of global greenhouse gas emissions, yet voyage routing remains dominated by heuristic methods. We present PIER (Physics-Informed, E…